Memory

A plugin layer for DeepSeek Harness that routes intent to tools, gates unused tool schemas, and adds persistent memory, event-triggered reflexes, and recovery behavior.

ContextStream is an MCP server for shared project context and persistent agent memory, with semantic search, traceable sources, and scoped access.

An OpenClaw-based multi-agent workforce framework with shared team memory, goal decomposition, fleet learning, task management, and approval workflows.

A local-first memory tool for AI coding assistants that captures project context and carries it across sessions.

An OpenCode-based runtime for scheduled, persistent subagents, each with an isolated workspace, plus fleet status, streaming logs, retries, and restart handling.

Hermes Agent is an open-source agent from Nous Research that runs in a terminal and through messaging platforms, keeps memory and creates skills from experience, and works with the model provider of your choice.

Hyperconsciousness is an MIT-licensed developer alpha Rust knowledge store for humans and AI agents that keeps signed, encrypted, append-only records and exposes scoped, expiring retrieval and capture grants through CLI, MCP and HTTP.

kith gives multi-agent systems relationship memory: agents record scoped observations and derive trust, reliability, sentiment, and capability views with provenance.

Add persistent memory to agents across sessions, tools and runs.

A persistent memory tool for AI coding agents that isolates workspaces by project and provides a dashboard for reviewing and managing stored context.

MemGPT introduces a customizable AI chatbot framework with self-editing memory and access to unlimited data, promoting perpetual, context-rich conversations

Mnemoverse is an open-source MCP server for persistent AI-agent memory, with feedback tools that adjust how memories are ranked.

An open-source semantic search runtime for conversational AI agents, combining vector and keyword retrieval, built-in embeddings, metadata filters, and browser WebAssembly support.

An open-source AI team workspace for persistent agent identity and memory, multi-agent collaboration, and long-running work across connected channels.

A local-first, cross-model memory system that helps AI agents retain context, coordinate, and learn between sessions.

Open Index is a self-hosted context layer for domain-specialized AI agents, building searchable knowledge graphs with structured schemas, semantic search, and MCP read/write access.

OpenBot is an open-source self-hosted platform for running a team of persistent AI bots that wake on incoming messages, use shell, HTTP, custom Python and MCP tools, keep long term memory, and pause for human approval.

Remembra is a self-hosted semantic memory system for AI agents, with persistent memory, retrieval, knowledge graph features, and integrations for agent frameworks and MCP.